3 papers
cs.LG2025
Credit Risk Identification in Supply Chains Using Generative Adversarial Networks
Zizhou Zhang, Xinshi Li, Yu Cheng +2
Credit risk management within supply chains has emerged as a critical research area due to its significant implications for operational stability and financial sustainability. The…
cs.IR2024
Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing
Wenyi Liu, Ziqi Zhang, Xinshi Li +3
This paper addresses key challenges in enhancing recommendation systems by leveraging Graph Neural Networks (GNNs) and addressing inherent limitations such as over-smoothing, which…
cs.LG2024
An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction
Yaxin Liang, Xinshi Li, Xin Huang +2
This study proposes an automated data mining framework based on autoencoders and experimentally verifies its effectiveness in feature extraction and data dimensionality reduction.…